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        <h1 id="宝藏资源收藏分享"><a href="#宝藏资源收藏分享" class="headerlink" title="宝藏资源收藏分享"></a>宝藏资源收藏分享</h1><p>本文整理了我目前觉得还算不错的GitHub资源，分为<strong>NLP</strong>、<strong>深度学习</strong>和<strong>基本知识</strong></p>
<h2 id="NLP"><a href="#NLP" class="headerlink" title="NLP"></a>NLP</h2><ul>
<li><p>nlp-tutorial（实现了NLP的一些模型的代码）</p>
<ul>
<li>GitHub链接： <a target="_blank" rel="noopener" href="https://github.com/graykode/nlp-tutorial">graykode/nlp-tutorial: Natural Language Processing Tutorial for Deep Learning Researchers (github.com)</a></li>
</ul>
</li>
<li><p>ML-NLP:</p>
<ul>
<li>GitHub: <a target="_blank" rel="noopener" href="https://github.com/NLP-LOVE/ML-NLP">NLP-LOVE/ML-NLP: 此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。 (github.com)</a></li>
</ul>
</li>
<li><p>邱锡鹏老师推荐的NLP入门实战</p>
<ul>
<li>GItHub：<a target="_blank" rel="noopener" href="https://github.com/FudanNLP/nlp-beginner">FudanNLP/nlp-beginner: NLP上手教程 (github.com)</a></li>
</ul>
</li>
<li><p>NLP中文相关资料：</p>
<ul>
<li>GitHub：<a target="_blank" rel="noopener" href="https://github.com/crownpku/Awesome-Chinese-NLP">crownpku/Awesome-Chinese-NLP: A curated list of resources for Chinese NLP 中文自然语言处理相关资料 (github.com)</a></li>
</ul>
</li>
<li><p>rumor推荐的NLP学习路线</p>
<ul>
<li>知乎回答链接：<a target="_blank" rel="noopener" href="https://www.zhihu.com/question/19895141/answer/1650139426"> 自然语言处理怎么最快入门？ - 知乎 </a></li>
<li>GItHub：<a target="_blank" rel="noopener" href="https://github.com/leerumor/nlp_tutorial">leerumor/nlp_tutorial: NLP超强入门指南，包括各任务sota模型汇总（文本分类、文本匹配、序列标注、文本生成、语言模型），以及代码、技巧 (github.com)</a></li>
</ul>
</li>
<li><p>NLP会议代码：</p>
<ul>
<li>GItHub：<a target="_blank" rel="noopener" href="https://github.com/yizhen20133868/NLP-Conferences-Code">yizhen20133868/NLP-Conferences-Code: NLP-Conferences-Code (ACL、EMNL、NAACL、COLING、AAAI、IJCAI) (github.com)</a></li>
</ul>
</li>
<li><p>HanLP</p>
<ul>
<li>GitHub: <a target="_blank" rel="noopener" href="https://github.com/hankcs/HanLP">hankcs/HanLP: 中文分词 词性标注 命名实体识别 依存句法分析 语义依存分析 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理 (github.com)</a></li>
</ul>
</li>
</ul>
<h2 id="深度学习"><a href="#深度学习" class="headerlink" title="深度学习"></a>深度学习</h2><ul>
<li>深度学习入门教程 （CV+NLP+推荐系统+基础知识应有尽有）<ul>
<li>GItHub：<a target="_blank" rel="noopener" href="https://github.com/Mikoto10032/DeepLearning">GitHub - Mikoto10032/DeepLearning: 深度学习入门教程, 优秀文章, Deep Learning Tutorial</a></li>
</ul>
</li>
<li>AI（机器学习-&gt;深度学习-&gt;自然语言处理）<ul>
<li>GitHub： <a target="_blank" rel="noopener" href="https://github.com/apachecn/AiLearning">GitHub - apachecn/AiLearning: AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP</a></li>
</ul>
</li>
<li>深度学习500问（对面试比较友好）<ul>
<li>概率论、线性代数、机器学习、深度学习、CV</li>
<li>GitHub： <a target="_blank" rel="noopener" href="https://github.com/scutan90/DeepLearning-500-questions">GitHub - scutan90/DeepLearning-500-questions: 深度学习500问</a></li>
<li><strong>book链接1</strong>： <a target="_blank" rel="noopener" href="http://zqchen1999.gitee.io/deeplearning-500-questions/#/">简介 - 深度学习500问 (gitee.io)</a></li>
<li><strong>book链接2</strong>：<a target="_blank" rel="noopener" href="https://czq1999.github.io/500-book/#/">简介 - 深度学习500问 (czq1999.github.io)</a></li>
</ul>
</li>
<li>动手学深度学习（沐神）<ul>
<li>v1<ul>
<li>GitHub-pytorch链接：<a target="_blank" rel="noopener" href="https://github.com/ShusenTang/Dive-into-DL-PyTorch">GitHub - ShusenTang/Dive-into-DL-PyTorch: 本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。</a></li>
<li><strong>book-pytorch链接</strong>： <a target="_blank" rel="noopener" href="https://czq1999.github.io/pytorch-book/#/">简介 - Dive-into-DL-PyTorch (czq1999.github.io)</a></li>
<li>权威官网-<strong>MxNet</strong>：<a target="_blank" rel="noopener" href="https://zh.d2l.ai/index.html">《动手学深度学习》：面向中文读者、能运行、可讨论 (d2l.ai)</a></li>
</ul>
</li>
<li>v2<ul>
<li>权威官网<a target="_blank" rel="noopener" href="http://zh-v2.d2l.ai/">《动手学深度学习》 — 动手学深度学习 2.0.0-alpha0 documentation (d2l.ai)</a></li>
<li>B站： <a target="_blank" rel="noopener" href="https://space.bilibili.com/1567748478">动手学深度学习的个人空间 - 哔哩哔哩 ( ゜- ゜)つロ 乾杯~ Bilibili</a></li>
</ul>
</li>
</ul>
</li>
<li>神经网络与深度学习-蒲公英书（复旦邱锡鹏老师）<ul>
<li>GitHub链接：<a target="_blank" rel="noopener" href="https://github.com/nndl/nndl.github.io">nndl/nndl.github.io: 《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning</a></li>
<li><strong>Book链接</strong>：<a target="_blank" rel="noopener" href="https://nndl.github.io/nndl-book.pdf">神经网络与深度学习 (nndl.github.io)</a></li>
</ul>
</li>
</ul>
<h2 id="技术面试基本知识-LeetCode"><a href="#技术面试基本知识-LeetCode" class="headerlink" title="技术面试基本知识+LeetCode"></a>技术面试基本知识+LeetCode</h2><ul>
<li><p>CS-Notes</p>
<ul>
<li>GItHub：<a target="_blank" rel="noopener" href="https://github.com/CyC2018/CS-Notes">CyC2018/CS-Notes: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计 (github.com)</a></li>
<li><strong>book链接</strong>：<a target="_blank" rel="noopener" href="https://www.cyc2018.xyz/">https://www.cyc2018.xyz/</a></li>
</ul>
</li>
<li><p>大厂面试LeetCode题：</p>
<ul>
<li>GitHub: <a target="_blank" rel="noopener" href="https://github.com/afatcoder/LeetcodeTop">afatcoder/LeetcodeTop: 汇总各大互联网公司容易考察的高频leetcode题🔥 (github.com)</a></li>
</ul>
</li>
<li><p>力扣加加：</p>
<ul>
<li>GitHub：<a target="_blank" rel="noopener" href="https://github.com/azl397985856/leetcode">azl397985856/leetcode: LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。) (github.com)</a></li>
<li><strong>book链接</strong>：<a target="_blank" rel="noopener" href="https://leetcode-solution-leetcode-pp.gitbook.io/leetcode-solution/">https://leetcode-solution-leetcode-pp.gitbook.io/leetcode-solution/</a></li>
</ul>
</li>
<li><p>图解LeetCode：</p>
<ul>
<li>GitHub：<a target="_blank" rel="noopener" href="https://github.com/MisterBooo/LeetCodeAnimation">MisterBooo/LeetCodeAnimation: Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路） (github.com)</a></li>
</ul>
</li>
<li><p>Fucking algorithm（labuladong）：</p>
<ul>
<li>GitHub: <a target="_blank" rel="noopener" href="https://github.com/labuladong/fucking-algorithm">labuladong/fucking-algorithm: 刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why. (github.com)</a></li>
<li><strong>book链接</strong>：<a target="_blank" rel="noopener" href="https://labuladong.gitee.io/algo">https://labuladong.gitee.io/algo</a></li>
</ul>
</li>
</ul>

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